- Tytuł:
- Fusion Technology of Neural Networks and Fuzzy Systems: a Chronicled Progression from the Laboratory to Our Daily Lives
- Autorzy:
- Takagi, H.
- Powiązania:
- https://bibliotekanauki.pl/articles/911142.pdf
- Data publikacji:
- 2000
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
sieć neuronowa
system rozmyty
algorytmy
cooperative models
neural networks
fuzzy systems
genetic algorithms
real world applications
overview - Opis:
- We chronicle the research on the fusion technology of neural networks and fuzzy systems (NN+FS), the models that have been proposed from this research, and the commercial products and industrial systems that have adopted these models. First, we review the NN+FS research activity during the early stages of their development in Japan, the US, and Europe. Next, following the classifi- cation of NN+FS models, we show the ease of fusing these technologies based on the similarities of the data flow network structures and the non-linearity realization strategies of NNs and FSs. Then, we describe several models and applications of NN+FS. Finally, we introduce some important and recently developed NN+FS patents.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2000, 10, 4; 647-673
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł